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Get Started Free →Sync Portaly donation notification emails (Gmail) into the supporters SSOT via canonical SUPPORTERS-PIPELINE — checkpoint from last_fetched, read full email bodies (never snippets, since amount/monthly-type can be truncated), dry-run before write, regen the two privacy-partitioned derived views for /about#sponsors, verify no cross-layer privacy leak before commit. TRIGGER when: user says "抓贊助", "更新贊助者", "跑 Portaly", "supporters sync", or routine `twmd-supporters-weekly` fires.
.claude/skills/frank890417-twmd-supporters/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | -30% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -40% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -13% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -32% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -26% | 0% |
/twmd-become micro。docs/pipelines/SUPPORTERS-PIPELINE.md:Stage 1 checkpoint(讀 transactions.json 的 last_fetched)→ Stage 2 Gmail search + 逐封讀 FULL_CONTENT(snippet 會漏「每月定額」字樣,金額/類型/留言/ 支持編號一律拉完整 body)→ Stage 3 fetch-portaly-supporters.py(--dry-run 先驗 count,再正式寫)→ Stage 4 generate-supporters-data.js regen 兩個 derived view → Stage 5 隱私 grep hard gate(about 無 amount / dashboard 無 name+message)→ Stage 6 精準 scope commit + push → Stage 7 /twmd-finale 收官。
git add SUPPORTERS-PIPELINE §Stage 6 列出的三個檔案,不誤 catch 其他routine 的 in-flight 變更。
故意最小化。Gmail 搜尋語法、逐字讀信理由、dry-run 流程、隱私 hard gate 細節全部在 pipeline canonical,本殼不複寫。
Other measured skills in the registry, with their headline benchmark lift.